Journalists

Turning scattered sources into stories that matter

Every journalist knows that sinking feeling

You're deep into an investigation and need that crucial quote or data point...

...but can't remember if it came from the FOIA documents, that expert interview, or buried in your email from a source.

What should be connecting the dots becomes hunting through scattered reporting materials.

We spend 30% of our time just looking for information we already found. Liminary becomes your personal reporting intelligence companion: instead of endlessly searching through interview transcripts or trying to remember which source said what, future you will always have your story insights available. No complex setup required, start seeing value in your first session.

Liminary seamlessly weaves together your reporting inputs and fieldwork…

Interviews
Investigation notes
Field notes
Background research
FOIA documents
Press briefings and reports

Works with articles, PDFs, videos, and meeting transcripts

… and helps you synthesize all that into powerful journalistic outputs.

News articles
News briefs
Interviews and profile pieces
Longform features
Investigative pieces
Op-eds and editorials

Every insight includes your source citations so you can verify and build trust in your analysis

How it works

Abstract depiction of an array of information

Save everything that matters

Capture research insights with one-click saving, highlights, and key annotations
Abstract depiction of synthesizing insights out of information

Synthesize with an AI thought partner

Let AI connect patterns while you organize findings in visual thinking spaces
Abstract depiction of the act of creating knowledge out of noise

Create using your knowledge

Draft reports and analysis using all your saved knowledge with source citations
Example Liminary workflow

Journalists

Writing research-driven pieces

Lisa is investigating healthcare data privacy practices for an upcoming story about changing legislation.

01

Save

Compiling all the useful resources in one place

Compiles FOIA documents, expert interviews, and regulatory filings. Highlights contradictions and concerning patterns.

02

Synthesize

Thinking aloud with AI as a thought partner
Asks "What systemic issues emerge across these sources?" Maps connections between companies, policies, and incidents.
03

Create

Writing with Liminary as her digital junior reporter
Drafts article outline with compelling narrative arc, supported by verified facts and expert commentary.

Common questions Journalists ask

"What's the most newsworthy angle from these sources?"
"How do expert opinions differ on this topic?"
"What human stories emerge from this data?"

What users are saying

Built for you and your team

Share story collections with editors and collaborate on reporting projects while maintaining enterprise-grade security standards.
Transform how you develop insights

Get beta access to your new knowledge companion

Limited spots available